Jose Miguel Sanchez Bornot

23 papers C 2Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Tunnelling Through Time Series: A Probabilistic Visibility Graph for Local and Global Pattern Discovery.
CoRR
Roberto C. Sotero, Jose Miguel Sanchez Bornot
2024 J jnl
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment.
CoRR
Alwani Liyana Ahmad, Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye
2024 — conf
Alzheimer's Disease Classification Confidence of Individuals Using Deep Learning on Heterogeneous Data.
UKCI
Afolabi Salami Alausa, Jose Miguel Sanchez Bornot, Abdoreza Asadpour, Paula L. McClean, KongFatt Wong-Lin
2024 — conf
Estimating the Excitatory-Inhibitory Balance from Electrocorticography Data using Physics-Informed Neural Networks.
ICBRA
Roberto Carlos Sotero, Jose Miguel Sanchez Bornot
2024 — conf
Parameter Estimation in Brain Dynamics Models from Resting-State fMRI Data using Physics-Informed Neural Networks.
ICBEA
Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani
2024 J jnl
Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models.
NeuroImage
Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Özgür Simsek, Damien Coyle
2024 J jnl
Towards improving Alzheimer's intervention: a machine learning approach for biomarker detection through combining MEG and MRI pipelines.
CoRR
Alwani Liyana Ahmad, Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye
2023 — conf
Dynamic Source Localization and Functional Connectivity Estimation With State-Space Models: Preliminary Feasibility Analysis.
ICASSP Workshops
Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle
2023 — conf
Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder.
ICMHI
Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani, Yasser Iturria-Medina
2023 — conf
Exploring Correlation-Based Brain Networks with Adaptive Signed Random Walks.
CISP-BMEI
Roberto C. Sotero, Jose Miguel Sanchez Bornot
2023 C conf
Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain Networks.
IDEAL
Roberto C. Sotero, Jose Miguel Sanchez Bornot
2023 — conf
Improving fMRI-based Autism Spectrum Disorder Classification with Random Walks-informed Feature Extraction and Selection.
ICBRA
Roberto Carlos Sotero, Jose Miguel Sanchez Bornot, Yasser Iturria-Medina
2023 C conf
Machine Learning for Time Series Forecasting Using State Space Models.
IDEAL
Jose Miguel Sanchez Bornot, Roberto C. Sotero
2022 J jnl
Solving large-scale MEG/EEG source localization and functional connectivity problems simultaneously using state-space models.
CoRR
Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Damien Coyle
2021 J jnl
Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers.
Sensors
Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, Sanaul Hoque, KongFatt Wong-Lin, Girijesh Prasad
2021 J jnl
Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification.
Brain Informatics
Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, KongFatt Wong-Lin, Girijesh Prasad
2019 J jnl
M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective.
IEEE Trans. Biomed. Eng.
Su Yang, Jose Miguel Sanchez Bornot, KongFatt Wong-Lin, Girijesh Prasad
2018 J jnl
Mammogram classification using dynamic time warping.
Multim. Tools Appl.
Syed Jamal Safdar Gardezi, Ibrahima Faye, Jose Miguel Sanchez Bornot, Nidal S. Kamel, Mohammad Hussain
2017 — conf
Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge.
EMBC
Hubert Cecotti, Alexandre Barachant, Jean-Rémi King, Jose Miguel Sanchez Bornot, Girijesh Prasad
2016 J jnl
EEG-based brain source localization using visual stimuli.
Int. J. Imaging Syst. Technol.
Munsif Ali Jatoi, Nidal S. Kamel, Aamir Saeed Malik, Ibrahima Faye, Jose Miguel Sanchez Bornot, Tahamina Begum
2015 — conf
BEM based solution of forward problem for brain source estimation.
ICSIPA
Munsif Ali Jatoi, Nidal S. Kamel, Ibrahima Faye, Aamir Saeed Malik, Jose Miguel Sanchez Bornot, Tahamina Begum
2014 J jnl
Locally Linearized Runge Kutta method of Dormand and Prince.
Appl. Math. Comput.
Juan C. Jiménez, A. Sotolongo, Jose Miguel Sanchez Bornot
2007 J jnl
Characterizing brain anatomical connections using diffusion weighted MRI and graph theory.
NeuroImage
Yasser Iturria-Medina, Erick Jorge Canales-Rodríguez, Lester Melie-García, Pedro A. Valdés-Hernández, Eduardo Martínez-Montes, Yasser Alemán-Gómez, Jose Miguel Sanchez Bornot